In many applications, modelling techniques are necessary which take into account the inherent variability of given data. In this paper, we present an approach to model class speciļ...
We consider an automated agent that needs to coordinate with a human partner when communication between them is not possible or is undesirable (tacit coordination games). Speciļ¬...
Inon Zuckerman, Sarit Kraus, Jeffrey S. Rosenschei...
Users of a digital book library system typically interact with the system to search for books by querying on the metadata describing the books or to search for information in the p...
Many machine learning algorithms require the summation of Gaussian kernel
functions, an expensive operation if implemented straightforwardly. Several methods
have been proposed t...
Vlad I. Morariu1, Balaji V. Srinivasan, Vikas C. R...
Transduction is an inference mechanism āfrom particular to particularā. Its application to classiļ¬cation tasks implies the use of both labeled (training) data and unlabeled (...